Tim Hopper's Projects
Example project to use with Ansible deploy of long running Python process.
A booklet on machine learning systems design with exercises
A Python implementation of John Gruberβs Markdown with Extension support.
Code for my blog, based on https://github.com/y7kim/agency-jekyll-theme
maze generator website
A small timeseries transformation API built on Flask and Pandas
Toy implementations of MCMC algorithms.
:moon: Tweet current moon phase
:bar_chart: USDA National Agricultural Statistics Service API wrapper.
:computer: Take some of the work out of setting up a new Mac by automating with Homebrew and Github stored dotfiles
NoDB isn't a database.. but it sort of looks like one.
:game_die: Notes explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation
Notes and example code related to the Least-Squares Policy Iteration algorithm (http://www.cs.duke.edu/research/AI/LSPI/)
Easily open your current page in nbviewer
Python Packaging User Guide
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Tutorial on scikit-learn and IPython for parallel machine learning
pelican-svbhack is a responsive theme for Pelican and it is my hack of a svbtle-like theme
Tweet random articles from Stanford's Encyclopedia of Philosophy with AWS Lambda
IPython for PyCarolinas 2012 talk
:scroll: Understanding Probabilistic Topic Models with Simulation in Python
PyData NYC 2015 conference
PyGraphistry is library to extract, transform, and visually explore big graphs
Python interface for reading and writing GRIB data
Python library for interactive topic model visualization. Port of the R LDAvis package.